Add a flexible AI chat assistant to your website or app

Sends visitor messages to an AI model and returns natural replies, ready to plug into a chatbot or tool.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"chat message received"]:::trig s0["format message for AI"]:::task s1["send request to AI model"]:::svc s2["clean up AI reply"]:::task s3["return reply as text"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"ready made AI reply returned"/]:::out pay{{"instant chat backend without custom build"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Chatbots & Assistants
Connects
OpenAI

The problem it solves

Building a working chat assistant from scratch means wiring together message handling, an AI model, and formatting the reply, which is more setup than most teams have time for. Off-the-shelf chat widgets often don't fit what you actually need.

Who it fits

A developer or small team that wants a simple, ready-to-use AI chat backend for a product or internal tool.

How it works

  1. A message is received from a chat trigger
  2. The message is formatted for the AI model's chat endpoint
  3. The request is sent to the AI model for a response
  4. The reply is cleaned up and returned as plain text
What you get

Chat replies your product can offer instantly

Drop this into your product or internal tool to give visitors natural AI-powered replies wherever you need a chat feature.

What you get

A ready-to-use AI reply for every incoming chat message.

What you need

An API key for the AI model provider you choose to connect.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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